Search Results for author: Yinda Xu

Found 4 papers, 3 papers with code

Towards Collaborative Autonomous Driving: Simulation Platform and End-to-End System

no code implementations15 Apr 2024 Genjia Liu, Yue Hu, Chenxin Xu, Weibo Mao, Junhao Ge, Zhengxiang Huang, Yifan Lu, Yinda Xu, Junkai Xia, Yafei Wang, Siheng Chen

This effort necessitates two key foundations: a platform capable of generating data to facilitate the training and testing of V2X-AD, and a comprehensive system that integrates full driving-related functionalities with mechanisms for information sharing.

Autonomous Driving

DRL-Based Trajectory Tracking for Motion-Related Modules in Autonomous Driving

1 code implementation30 Aug 2023 Yinda Xu, Lidong Yu

In this paper, we propose a Deep Reinforcement Learning (DRL)-based trajectory tracking method for the motion-related modules in autonomous driving systems.

Autonomous Driving Representation Learning

SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines

6 code implementations14 Nov 2019 Yinda Xu, Zeyu Wang, Zuoxin Li, Ye Yuan, Gang Yu

Following these guidelines, we design our Fully Convolutional Siamese tracker++ (SiamFC++) by introducing both classification and target state estimation branch(G1), classification score without ambiguity(G2), tracking without prior knowledge(G3), and estimation quality score(G4).

Ranked #2 on Visual Object Tracking on VOT2017/18 (using extra training data)

Classification General Classification +3

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